function [WeiDist] = Principal_A2(Par2)
n = 50;
load ParEst_eh1_time0_Mex_nokids1 ParEst_eh1_time0_Mex_nokids1
load W_time2_eh1_comp0.out
load stock_time2_eh1_comp0.out

Par1 = zeros(29,1);
Par1(1:24) = ParEst_eh1_time0_Mex_nokids1;
Par1(21) = 10^(ParEst_eh1_time0_Mex_nokids1(21));
Par1(22:24)=1000*ParEst_eh1_time0_Mex_nokids1(22:24);
transition_rates=Par1(1:16); 
Par1(25) = 500*Par2(1);
Par1(26:29)=Par2(2:5);

w_mom=W_time2_eh1_comp0(1,:); % Read wage moments
meanwi_1=w_mom(1); meanwf_1=w_mom(2);   meanwi_2=w_mom(3);  meanwf_2=w_mom(4);  sdwi_1=w_mom(5); sdwf_1=w_mom(6);  sdwi_2=w_mom(7);   sdwf_2=w_mom(8);
p10wi_1=w_mom(9);  p10wf_1=w_mom(10); p10wi_2=w_mom(11); p10wf_2=w_mom(12); p25wi_1=w_mom(13); p25wf_1=w_mom(14); p25wi_2=w_mom(15); p25wf_2=w_mom(16); 
p50wi_1=w_mom(17); p50wf_1=w_mom(18); p50wi_2=w_mom(19); p50wf_2=w_mom(20); p75wi_1=w_mom(21); p75wf_1=w_mom(22); p75wi_2=w_mom(23); p75wf_2=w_mom(24); 
p90wi_1=w_mom(25); p90wf_1=w_mom(26); p90wi_2=w_mom(27); p90wf_2=w_mom(28); minwi_1=w_mom(29); minwf_1=w_mom(30); minwi_2=w_mom(31); minwf_2=w_mom(32); 
maxwi_1=w_mom(33); maxwf_1=w_mom(34); maxwi_2=w_mom(35); maxwf_2=w_mom(36);

wf_1=linspace(minwf_1,maxwf_1,n)';        % Wage in formal sector
wi_1=linspace(minwi_1,maxwi_1,n)';        % Wage in informal sector
wf_2=linspace(minwf_2,maxwf_2,n)';      % Wage in formal sector
wi_2=linspace(minwi_2,maxwi_2,n)';      % Wage in informal sector
 
wage_moments_data=[meanwi_1; meanwf_1; meanwi_2; meanwf_2; sdwi_1; sdwf_1; sdwi_2; sdwf_2]; % only using mean and stdev

stock_mom=stock_time2_eh1_comp0(1,:); % Read stocks [FF;FI;FN;IF;NF;II;IN;NI;NN]
stock=stock_mom';

% Bootstrap variances
stock_mom_boot=stock_time2_eh1_comp0(:,1:9);
HHstates_data_boot=var(stock_mom_boot)'; % stock variances
 
w_mom_var=var(W_time2_eh1_comp0)';
meanwi_1v=w_mom_var(1); meanwf_1v=w_mom_var(2);   meanwi_2v=w_mom_var(3);  meanwf_2v=w_mom_var(4);  sdwi_1v=w_mom_var(5); sdwf_1v=w_mom_var(6);  sdwi_2v=w_mom_var(7);   sdwf_2v=w_mom_var(8);
p10wi_1v=w_mom_var(9);  p10wf_1v=w_mom_var(10); p10wi_2v=w_mom_var(11); p10wf_2v=w_mom_var(12); p25wi_1v=w_mom_var(13); p25wf_1v=w_mom_var(14); p25wi_2v=w_mom_var(15); p25wf_2v=w_mom_var(16); 
p50wi_1v=w_mom_var(17); p50wf_1v=w_mom_var(18); p50wi_2v=w_mom_var(19); p50wf_2v=w_mom_var(20); p75wi_1v=w_mom_var(21); p75wf_1v=w_mom_var(22); p75wi_2v=w_mom_var(23); p75wf_2v=w_mom_var(24); 
p90wi_1v=w_mom_var(25); p90wf_1v=w_mom_var(26); p90wi_2v=w_mom_var(27); p90wf_2v=w_mom_var(28); minwi_1v=w_mom_var(29); minwf_1v=w_mom_var(30); minwi_2v=w_mom_var(31); minwf_2v=w_mom_var(32); 
maxwi_1v=w_mom_var(33); maxwf_1v=w_mom_var(34); maxwi_2v=w_mom_var(35); maxwf_2v=w_mom_var(36);
wage_data_boot = [meanwi_1v; meanwf_1v; meanwi_2v; meanwf_2v; sdwi_1v; sdwf_1v; sdwi_2v; sdwf_2v];
 
boot_vector = [wage_data_boot; HHstates_data_boot];

HHstates_data=stock; % [FF;FI;FN;IF;NF;II;IN;NI;NN]; % joint-job state

 % solve dist of wage offers, value functions and simulate trajectory (MSM)
[Ff_1,ff_1,Fi_1,fi_1,Ff_2,ff_2,Fi_2,fi_2]=solve_wage_offer_dist_2(Par1,wf_1,wi_1,wf_2,wi_2,n);
[Wff,Wfi,Wfn,Wif,Wnf,Wii,Win,Wni,Wnn,iterVF]=solve_value_function_A2(Par1...
    ,Ff_1,wf_1,Fi_1,wi_1,Ff_2,wf_2,Fi_2,wi_2,n);
iterVF
if iterVF>=401
WeiDist = 1000^10;
else
[HHstates,wage_moments,transitions]=data_simulation_A12_end(Par1,ff_1,wf_1,fi_1,...
    wi_1,ff_2,wf_2,fi_2,wi_2,Wff,Wfi,Wfn,Wif,Wnf,Wii,Win,Wni,Wnn);
MatCov = zeros(17);
for i=1:17
    MatCov(i,i) = 1/(boot_vector(i));
end
MomSim = zeros(17,1);
MomData = zeros(17,1);
MomData = [wage_moments_data; HHstates_data];
MomSim =  [wage_moments(1:8); HHstates];
WeiDist = 15*(transpose(MomData - MomSim))*MatCov*(MomData-MomSim)
end
end
